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Classifier performance estimation under the constraint of a finite sample size: Resampling schemes applied to neural network classifiers.

Berkman SahinerHeang-Ping ChanLubomir M. Hadjiiski
Published in: Neural Networks (2008)
Keyphrases
  • finite sample
  • sample size
  • objective function
  • error bounds
  • parzen window
  • machine learning
  • feature extraction
  • similarity measure
  • pairwise
  • special case
  • nearest neighbor
  • support vector machine svm